| --- |
| tags: |
| - stable-diffusion-xl |
| - stable-diffusion-xl-diffusers |
| - text-to-image |
| - diffusers |
| - lora |
| - template:sd-lora |
| widget: |
| - text: A cloesup rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| of back right side from back right |
| output: |
| url: image-0.png |
| - text: A cloesup rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from bottom back |
| output: |
| url: image-1.png |
| - text: A cloesup rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| of front right side from front left |
| output: |
| url: image-2.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 334° degree |
| output: |
| url: image-3.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 72° degree |
| output: |
| url: image-4.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 84° degree |
| output: |
| url: image-5.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 96° degree |
| output: |
| url: image-6.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 108° degree |
| output: |
| url: image-7.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 120° degree |
| output: |
| url: image-8.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 132° degree |
| output: |
| url: image-9.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 144° degree |
| output: |
| url: image-10.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 166° degree |
| output: |
| url: image-11.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 178° degree |
| output: |
| url: image-12.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 170° degree |
| output: |
| url: image-13.png |
| - text: ' A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 190° degree' |
| output: |
| url: image-14.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| of top from top |
| output: |
| url: image-15.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 346° degree |
| output: |
| url: image-16.png |
| - text: ' A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 202° degree' |
| output: |
| url: image-17.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 214° degree |
| output: |
| url: image-18.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 226° degree |
| output: |
| url: image-19.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 238° degree |
| output: |
| url: image-20.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 250° degree |
| output: |
| url: image-21.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 262° degree |
| output: |
| url: image-22.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 274° degree |
| output: |
| url: image-23.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 286° degree |
| output: |
| url: image-24.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 298° degree |
| output: |
| url: image-25.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 310° degree |
| output: |
| url: image-26.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 358° degree |
| output: |
| url: image-27.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 322° degree |
| output: |
| url: image-28.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 0° degree |
| output: |
| url: image-29.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 12° degree |
| output: |
| url: image-30.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 24° degree |
| output: |
| url: image-31.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 36° degree |
| output: |
| url: image-32.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 48° degree |
| output: |
| url: image-33.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 60° degree |
| output: |
| url: image-34.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| of the left side from renderd from diagonal top |
| output: |
| url: image-35.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from bottom front right |
| output: |
| url: image-36.png |
| - text: A cloeseup photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from front bottom left |
| output: |
| url: image-37.png |
| - text: A cloeseup photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| of the front from bottom right |
| output: |
| url: image-38.png |
| - text: A cloeseup photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| of the front from 0° front |
| output: |
| url: image-39.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from bottom left |
| output: |
| url: image-40.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from bottom left |
| output: |
| url: image-41.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from bottom right |
| output: |
| url: image-42.png |
| - text: 'A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| of left side from diagonal top ' |
| output: |
| url: image-43.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> of |
| right side straight from side |
| output: |
| url: image-44.png |
| - text: A photo of front of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from top right |
| output: |
| url: image-45.png |
| - text: A photo of front of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from top right |
| output: |
| url: image-46.png |
| - text: 'A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| climbing on a rock from right front ' |
| output: |
| url: image-47.png |
| - text: A photo of left back of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| in a garden on a stonepath |
| output: |
| url: image-48.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| lifting his left front leg in the air |
| output: |
| url: image-49.png |
| - text: 'A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| standing on a podest from right bottom front ' |
| output: |
| url: image-50.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| puting up his right front leg on a wooden surface |
| output: |
| url: image-51.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| balancing on left legs on a wooden surface |
| output: |
| url: image-52.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| giving his front legs into human hands |
| output: |
| url: image-53.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| sitting in front of a man in a bedroom on a zebra carpet |
| output: |
| url: image-54.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| lying on floor from top right |
| output: |
| url: image-55.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| standing |
| output: |
| url: image-56.png |
| - text: A rendering of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from 338° degree |
| output: |
| url: image-57.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| standing on a rock from right |
| output: |
| url: image-58.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| standing on on a plaza from front right |
| output: |
| url: image-59.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| going down stairs |
| output: |
| url: image-60.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| going up stairs |
| output: |
| url: image-61.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| going up stairs from back left |
| output: |
| url: image-62.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| going standing on a rock from bottom right |
| output: |
| url: image-63.png |
| - text: A photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| lifting his front left and back right leg |
| output: |
| url: image-64.png |
| - text: A wireframe of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| from front left |
| output: |
| url: image-65.png |
| base_model: stabilityai/stable-diffusion-xl-base-1.0 |
| instance_prompt: A rendering or photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> |
| UnitreeGo2 |
| license: openrail++ |
| --- |
| |
| # SDXL LoRA DreamBooth - nited/unitreego2 |
|
|
| <Gallery /> |
|
|
| ## Model description |
|
|
| ### These are nited/unitreego2 LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0. |
|
|
| ## Download model |
|
|
| ### Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke |
|
|
| - **LoRA**: download **[`unitreego2.safetensors` here 💾](/nited/unitreego2/blob/main/unitreego2.safetensors)**. |
| - Place it on your `models/Lora` folder. |
| - On AUTOMATIC1111, load the LoRA by adding `<lora:unitreego2:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/). |
| - *Embeddings*: download **[`unitreego2_emb.safetensors` here 💾](/nited/unitreego2/blob/main/unitreego2_emb.safetensors)**. |
| - Place it on it on your `embeddings` folder |
| - Use it by adding `unitreego2_emb` to your prompt. For example, `A rendering or photo of unitreego2_emb UnitreeGo2` |
| (you need both the LoRA and the embeddings as they were trained together for this LoRA) |
| |
| |
| ## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers) |
|
|
| ```py |
| from diffusers import AutoPipelineForText2Image |
| import torch |
| from huggingface_hub import hf_hub_download |
| from safetensors.torch import load_file |
| |
| pipeline = AutoPipelineForText2Image.from_pretrained('stabilityai/stable-diffusion-xl-base-1.0', torch_dtype=torch.float16).to('cuda') |
| pipeline.load_lora_weights('nited/unitreego2', weight_name='pytorch_lora_weights.safetensors') |
| embedding_path = hf_hub_download(repo_id='nited/unitreego2', filename='unitreego2_emb.safetensors' repo_type="model") |
| state_dict = load_file(embedding_path) |
| pipeline.load_textual_inversion(state_dict["clip_l"], token=["<s0>", "<s1>", "<s2>", "<s3>", "<s4>", "<s5>", "<s6>", "<s7>", "<s8>", "<s9>", "<s10>", "<s11>", "<s12>", "<s13>", "<s14>", "<s15>", "<s16>", "<s17>", "<s18>", "<s19>"], text_encoder=pipeline.text_encoder, tokenizer=pipeline.tokenizer) |
| pipeline.load_textual_inversion(state_dict["clip_g"], token=["<s0>", "<s1>", "<s2>", "<s3>", "<s4>", "<s5>", "<s6>", "<s7>", "<s8>", "<s9>", "<s10>", "<s11>", "<s12>", "<s13>", "<s14>", "<s15>", "<s16>", "<s17>", "<s18>", "<s19>"], text_encoder=pipeline.text_encoder_2, tokenizer=pipeline.tokenizer_2) |
| |
| image = pipeline('A rendering or photo of <s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19> UnitreeGo2').images[0] |
| ``` |
|
|
| For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters) |
|
|
| ## Trigger words |
|
|
| To trigger image generation of trained concept(or concepts) replace each concept identifier in you prompt with the new inserted tokens: |
|
|
| to trigger concept `TOK` → use `<s0><s1><s2><s3><s4><s5><s6><s7><s8><s9><s10><s11><s12><s13><s14><s15><s16><s17><s18><s19>` in your prompt |
|
|
|
|
|
|
| ## Details |
| All [Files & versions](/nited/unitreego2/tree/main). |
|
|
| The weights were trained using [🧨 diffusers Advanced Dreambooth Training Script](https://github.com/huggingface/diffusers/blob/main/examples/advanced_diffusion_training/train_dreambooth_lora_sdxl_advanced.py). |
|
|
| LoRA for the text encoder was enabled. False. |
|
|
| Pivotal tuning was enabled: True. |
|
|
| Special VAE used for training: madebyollin/sdxl-vae-fp16-fix. |
|
|
|
|
